Test Data

Dataset statistics

	Test Data	Test Data
Number of variables	9	9
Number of observations	194	49
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Duplicate rows	1	0
Duplicate rows (%)	0.5%	0.0%
Total size in memory	8.5 KiB	2.2 KiB
Average record size in memory	44.7 B	46.6 B

Variable types

	Test Data	Test Data
Numeric	9	9

Alerts

Test Data	Test Data
Dataset has 1 (0.5%) duplicate rows	Alert not present in	Duplicates
`Temperature` is highly overall correlated with `RH` and 2 other fields	`Temperature` is highly overall correlated with `month_08` and 3 other fields	High Correlation
`RH` is highly overall correlated with `Temperature` and 1 other fields	`RH` is highly overall correlated with `Temperature` and 1 other fields	High Correlation
`Rain` is highly overall correlated with `FFMC` and 1 other fields	`Rain` is highly overall correlated with `FFMC` and 1 other fields	High Correlation
`FFMC` is highly overall correlated with `Temperature` and 3 other fields	`FFMC` is highly overall correlated with `Temperature` and 3 other fields	High Correlation
`Classes_not fire` is highly overall correlated with `Temperature` and 2 other fields	`Classes_not fire` is highly overall correlated with `Rain` and 1 other fields	High Correlation
`month_07` has 142 (73.2%) zeros	`month_07` has 40 (81.6%) zeros	Zeros
`month_08` has 151 (77.8%) zeros	`month_08` has 30 (61.2%) zeros	Zeros
`month_09` has 147 (75.8%) zeros	`month_09` has 36 (73.5%) zeros	Zeros
`log_skewed_FFMC` has 68 (35.1%) zeros	`log_skewed_FFMC` has 11 (22.4%) zeros	Zeros
`Classes_not fire` has 106 (54.6%) zeros	`Classes_not fire` has 31 (63.3%) zeros	Zeros
Alert not present in	`month_08` is highly overall correlated with `Temperature`	High Correlation
Alert not present in	`month_09` is highly overall correlated with `Temperature`	High Correlation

Reproduction

	Test Data	Test Data
Analysis started	2023-02-18 20:52:10.585703	2023-02-18 20:52:28.743180
Analysis finished	2023-02-18 20:52:28.700877	2023-02-18 20:52:44.979392
Duration	18.12 seconds	16.24 seconds
Software version	ydata-profiling vv4.0.0	ydata-profiling vv4.0.0
Download configuration	config.json	config.json

month_07
Real number (ℝ)

	Test Data	Test Data
Distinct	2	2
Distinct (%)	1.0%	4.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.26804124	0.18367347

	Test Data	Test Data
Minimum	0	0
Maximum	1	1
Zeros	142	40
Zeros (%)	73.2%	81.6%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	322.0 B	177.0 B

Quantile statistics

	Test Data	Test Data
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	1	0
95-th percentile	1	1
Maximum	1	1
Range	1	1
Interquartile range (IQR)	1	0

Descriptive statistics

	Test Data	Test Data
Standard deviation	0.44408523	0.3912304
Coefficient of variation (CV)	1.6567795	2.1300322
Kurtosis	-0.89516986	0.87634906
Mean	0.26804124	0.18367347
Median Absolute Deviation (MAD)	0	0
Skewness	1.0555406	1.6858978
Sum	52	9
Variance	0.19721169	0.15306122
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	142	73.2%
1	52	26.8%

Value	Count	Frequency (%)
0	40	81.6%
1	9	18.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	142	73.2%
1	52	26.8%

Value	Count	Frequency (%)
0	40	81.6%
1	9	18.4%

Value	Count	Frequency (%)
0	40	20.6%
1	9	4.6%

Value	Count	Frequency (%)
0	142	289.8%
1	52	106.1%

month_08
Real number (ℝ)

	Test Data	Test Data
Distinct	2	2
Distinct (%)	1.0%	4.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.22164948	0.3877551

	Test Data	Test Data
Minimum	0	0
Maximum	1	1
Zeros	151	30
Zeros (%)	77.8%	61.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	322.0 B	177.0 B

Quantile statistics

	Test Data	Test Data
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	1
95-th percentile	1	1
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0	1

Descriptive statistics

	Test Data	Test Data
Standard deviation	0.41643112	0.49228746
Coefficient of variation (CV)	1.8787823	1.2695834
Kurtosis	-0.17737326	-1.8513073
Mean	0.22164948	0.3877551
Median Absolute Deviation (MAD)	0	0
Skewness	1.3507636	0.47541848
Sum	43	19
Variance	0.17341488	0.24234694
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	151	77.8%
1	43	22.2%

Value	Count	Frequency (%)
0	30	61.2%
1	19	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	151	77.8%
1	43	22.2%

Value	Count	Frequency (%)
0	30	61.2%
1	19	38.8%

Value	Count	Frequency (%)
0	30	15.5%
1	19	9.8%

Value	Count	Frequency (%)
0	151	308.2%
1	43	87.8%

month_09
Real number (ℝ)

	Test Data	Test Data
Distinct	2	2
Distinct (%)	1.0%	4.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.24226804	0.26530612

	Test Data	Test Data
Minimum	0	0
Maximum	1	1
Zeros	147	36
Zeros (%)	75.8%	73.5%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	322.0 B	177.0 B

Quantile statistics

	Test Data	Test Data
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	0	1
95-th percentile	1	1
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0	1

Descriptive statistics

	Test Data	Test Data
Standard deviation	0.4295642	0.44607129
Coefficient of variation (CV)	1.7730948	1.6813456
Kurtosis	-0.53554681	-0.83218293
Mean	0.24226804	0.26530612
Median Absolute Deviation (MAD)	0	0
Skewness	1.2124691	1.0970482
Sum	47	13
Variance	0.1845254	0.19897959
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	147	75.8%
1	47	24.2%

Value	Count	Frequency (%)
0	36	73.5%
1	13	26.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	75.8%
1	47	24.2%

Value	Count	Frequency (%)
0	36	73.5%
1	13	26.5%

Value	Count	Frequency (%)
0	36	18.6%
1	13	6.7%

Value	Count	Frequency (%)
0	147	300.0%
1	47	95.9%

Temperature
Real number (ℝ)

	Test Data	Test Data
Distinct	19	13
Distinct (%)	9.8%	26.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	-4.4294465 × 10^-16	0.1715181

	Test Data	Test Data
Minimum	-2.741327	-1.921043
Maximum	2.7272328	1.9069488
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	101	24
Negative (%)	52.1%	49.0%
Memory size	1.6 KiB	520.0 B

Quantile statistics

	Test Data	Test Data
Minimum	-2.741327	-1.921043
5-th percentile	-1.7433148	-1.1007591
Q1	-0.55390309	-0.55390309
median	-0.0070471131	0.53980886
Q3	0.81323685	0.81323685
95-th percentile	1.3600928	1.6335208
Maximum	2.7272328	1.9069488
Range	5.4685598	3.8279918
Interquartile range (IQR)	1.3671399	1.3671399

Descriptive statistics

	Test Data	Test Data
Standard deviation	1.0025873	0.94644374
Coefficient of variation (CV)	-2.2634596 × 10¹⁵	5.5180399
Kurtosis	-0.0030995007	-0.95758032
Mean	-4.4294465 × 10^-16	0.1715181
Median Absolute Deviation (MAD)	0.82028397	0.82028397
Skewness	-0.20874156	-0.058855012
Sum	-8.6819441 × 10^-14	8.4043871
Variance	1.0051813	0.89575575
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.2663808754	23	11.9%
0.8132368524	23	11.9%
-0.2804751016	22	11.3%
-0.007047113105	18	9.3%
0.5398088639	17	8.8%
-0.5539030901	15	7.7%
1.086664841	14	7.2%
-0.8273310786	12	6.2%
-1.100759067	12	6.2%
-1.374187056	7	3.6%
Other values (9)	31	16.0%

Value	Count	Frequency (%)
0.5398088639	7	14.3%
1.086664841	7	14.3%
-0.5539030901	7	14.3%
0.8132368524	6	12.2%
-0.8273310786	6	12.2%
-0.2804751016	3	6.1%
-1.100759067	3	6.1%
-0.007047113105	3	6.1%
1.906948806	2	4.1%
1.633520818	2	4.1%
Other values (3)	3	6.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.741326998	2	1.0%
-2.194471021	3	1.5%
-1.921043033	5	2.6%
-1.647615044	5	2.6%
-1.374187056	7	3.6%
-1.100759067	12	6.2%
-0.8273310786	12	6.2%
-0.5539030901	15	7.7%
-0.2804751016	22	11.3%
-0.007047113105	18	9.3%

Value	Count	Frequency (%)
-1.921043033	1	2.0%
-1.374187056	1	2.0%
-1.100759067	3	6.1%
-0.8273310786	6	12.2%
-0.5539030901	7	14.3%
-0.2804751016	3	6.1%
-0.007047113105	3	6.1%
0.5398088639	7	14.3%
0.8132368524	6	12.2%
1.086664841	7	14.3%

Value	Count	Frequency (%)
-1.921043033	1	0.5%
-1.374187056	1	0.5%
-1.100759067	3	1.5%
-0.8273310786	6	3.1%
-0.5539030901	7	3.6%
-0.2804751016	3	1.5%
-0.007047113105	3	1.5%
0.5398088639	7	3.6%
0.8132368524	6	3.1%
1.086664841	7	3.6%

Value	Count	Frequency (%)
-2.741326998	2	4.1%
-2.194471021	3	6.1%
-1.921043033	5	10.2%
-1.647615044	5	10.2%
-1.374187056	7	14.3%
-1.100759067	12	24.5%
-0.8273310786	12	24.5%
-0.5539030901	15	30.6%
-0.2804751016	22	44.9%
-0.007047113105	18	36.7%

RH
Real number (ℝ)

	Test Data	Test Data
Distinct	59	32
Distinct (%)	30.4%	65.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.0144253 × 10^-16	-0.073641542

	Test Data	Test Data
Minimum	-2.7633719	-1.8257931
Maximum	1.8575521	1.7905821
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	91	27
Negative (%)	46.9%	55.1%
Memory size	1.6 KiB	520.0 B

Quantile statistics

	Test Data	Test Data
Minimum	-2.7633719	-1.8257931
5-th percentile	-1.7621717	-1.4775496
Q1	-0.6203347	-0.68730462
median	0.082849376	-0.28548514
Q3	0.76929098	0.71906354
95-th percentile	1.5896724	1.5360965
Maximum	1.8575521	1.7905821
Range	4.620924	3.6163753
Interquartile range (IQR)	1.3896257	1.4063682

Descriptive statistics

	Test Data	Test Data
Standard deviation	1.0025873	0.96210724
Coefficient of variation (CV)	4.977039 × 10¹⁵	-13.064735
Kurtosis	-0.4049972	-0.85608547
Mean	2.0144253 × 10^-16	-0.073641542
Median Absolute Deviation (MAD)	0.70318408	0.80363895
Skewness	-0.3302222	0.13917735
Sum	3.1974423 × 10^-14	-3.6084355
Variance	1.0051813	0.92565035
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1163343324	8	4.1%
1.053913106	8	4.1%
-0.5533647917	8	4.1%
0.2502741572	7	3.6%
0.384213982	7	3.6%
1.187852931	6	3.1%
0.04936441997	6	3.1%
-0.4863948793	6	3.1%
0.9199732813	5	2.6%
-0.2185152297	5	2.6%
Other values (49)	128	66.0%

Value	Count	Frequency (%)
-0.4863948793	4	8.2%
-0.6203347041	3	6.1%
-0.2854851421	3	6.1%
0.8530033689	3	6.1%
-1.290033828	3	6.1%
0.1833042448	2	4.1%
-0.8882143538	2	4.1%
0.1163343324	2	4.1%
-1.223063916	2	4.1%
0.7190635441	2	4.1%
Other values (22)	23	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.763371901	1	0.5%
-2.562462164	1	0.5%
-2.428522339	1	0.5%
-2.227612602	1	0.5%
-2.093672777	1	0.5%
-1.959732952	2	1.0%
-1.89276304	3	1.5%
-1.691853303	3	1.5%
-1.62488339	1	0.5%
-1.490943566	2	1.0%

Value	Count	Frequency (%)
-1.825793128	1	2.0%
-1.758823215	1	2.0%
-1.557913478	1	2.0%
-1.357003741	1	2.0%
-1.290033828	3	6.1%
-1.223063916	2	4.1%
-0.8882143538	2	4.1%
-0.754274529	1	2.0%
-0.6873046166	1	2.0%
-0.6203347041	3	6.1%

Value	Count	Frequency (%)
-1.825793128	1	0.5%
-1.758823215	1	0.5%
-1.557913478	1	0.5%
-1.357003741	1	0.5%
-1.290033828	3	1.5%
-1.223063916	2	1.0%
-0.8882143538	2	1.0%
-0.754274529	1	0.5%
-0.6873046166	1	0.5%
-0.6203347041	3	1.5%

Value	Count	Frequency (%)
-2.763371901	1	2.0%
-2.562462164	1	2.0%
-2.428522339	1	2.0%
-2.227612602	1	2.0%
-2.093672777	1	2.0%
-1.959732952	2	4.1%
-1.89276304	3	6.1%
-1.691853303	3	6.1%
-1.62488339	1	2.0%
-1.490943566	2	4.1%

Rain
Real number (ℝ)

	Test Data	Test Data
Distinct	33	16
Distinct (%)	17.0%	32.7%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	-4.5782393 × 10^-18	-0.14501067

	Test Data	Test Data
Minimum	-0.38154131	-0.38154131
Maximum	7.37591	1.6963474
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	158	41
Negative (%)	81.4%	83.7%
Memory size	1.6 KiB	520.0 B

Quantile statistics

	Test Data	Test Data
Minimum	-0.38154131	-0.38154131
5-th percentile	-0.38154131	-0.38154131
Q1	-0.38154131	-0.38154131
median	-0.38154131	-0.38154131
Q3	-0.15066479	-0.19684009
95-th percentile	1.7586841	1.1330087
Maximum	7.37591	1.6963474
Range	7.7574513	2.0778887
Interquartile range (IQR)	0.23087653	0.18470122

Descriptive statistics

	Test Data	Test Data
Standard deviation	1.0025873	0.5048259
Coefficient of variation (CV)	-2.1898972 × 10¹⁷	-3.4813018
Kurtosis	22.709167	6.1428411
Mean	-4.5782393 × 10^-18	-0.14501067
Median Absolute Deviation (MAD)	0	0
Skewness	4.3620192	2.6041432
Sum	-7.9936058 × 10^-15	-7.1055227
Variance	1.0051813	0.25484919
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
-0.3815413129	104	53.6%
-0.3353660074	15	7.7%
-0.2891907019	9	4.6%
-0.2430153964	9	4.6%
-0.1968400909	5	2.6%
-0.05831417446	5	2.6%
-0.1044894799	5	2.6%
-0.1506647854	4	2.1%
0.4496141859	3	1.5%
0.5419647969	3	1.5%
Other values (23)	32	16.5%

Value	Count	Frequency (%)
-0.3815413129	29	59.2%
-0.3353660074	3	6.1%
-0.1968400909	3	6.1%
-0.2891907019	2	4.1%
1.373120296	1	2.0%
-0.1044894799	1	2.0%
0.4957894914	1	2.0%
0.03403643652	1	2.0%
0.172562353	1	2.0%
0.6343154079	1	2.0%
Other values (6)	6	12.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.3815413129	104	53.6%
-0.3353660074	15	7.7%
-0.2891907019	9	4.6%
-0.2430153964	9	4.6%
-0.1968400909	5	2.6%
-0.1506647854	4	2.1%
-0.1044894799	5	2.6%
-0.05831417446	5	2.6%
-0.01213886897	2	1.0%
0.08021174201	2	1.0%

Value	Count	Frequency (%)
-0.3815413129	29	59.2%
-0.3353660074	3	6.1%
-0.2891907019	2	4.1%
-0.2430153964	1	2.0%
-0.1968400909	3	6.1%
-0.1506647854	1	2.0%
-0.1044894799	1	2.0%
-0.05831417446	1	2.0%
0.03403643652	1	2.0%
0.172562353	1	2.0%

Value	Count	Frequency (%)
-0.3815413129	29	14.9%
-0.3353660074	3	1.5%
-0.2891907019	2	1.0%
-0.2430153964	1	0.5%
-0.1968400909	3	1.5%
-0.1506647854	1	0.5%
-0.1044894799	1	0.5%
-0.05831417446	1	0.5%
0.03403643652	1	0.5%
0.172562353	1	0.5%

Value	Count	Frequency (%)
-0.3815413129	104	212.2%
-0.3353660074	15	30.6%
-0.2891907019	9	18.4%
-0.2430153964	9	18.4%
-0.1968400909	5	10.2%
-0.1506647854	4	8.2%
-0.1044894799	5	10.2%
-0.05831417446	5	10.2%
-0.01213886897	2	4.1%
0.08021174201	2	4.1%

FFMC
Real number (ℝ)

	Test Data	Test Data
Distinct	150	44
Distinct (%)	77.3%	89.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	9.7058673 × 10^-16	0.14190122

	Test Data	Test Data
Minimum	-3.2229525	-3.3534481
Maximum	1.2757137	1.1246134
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	68	11
Negative (%)	35.1%	22.4%
Memory size	1.6 KiB	520.0 B

Quantile statistics

	Test Data	Test Data
Minimum	-3.2229525	-3.3534481
5-th percentile	-2.1092751	-1.3795296
Q1	-0.50143116	0.039439003
median	0.39658502	0.43092598
Q3	0.7382776	0.76746742
95-th percentile	1.021934	0.91582038
Maximum	1.2757137	1.1246134
Range	4.4986661	4.4780616
Interquartile range (IQR)	1.2397088	0.72802842

Descriptive statistics

	Test Data	Test Data
Standard deviation	1.0025873	0.91599526
Coefficient of variation (CV)	1.0329704 × 10¹⁵	6.4551611
Kurtosis	0.51554166	4.7732774
Mean	9.7058673 × 10^-16	0.14190122
Median Absolute Deviation (MAD)	0.41895975	0.35714601
Skewness	-1.1818359	-2.0606368
Sum	1.8451907 × 10^-13	6.9531599
Variance	1.0051813	0.83904731
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7880719957	6	3.1%
0.8018083809	4	2.1%
0.8224129587	4	2.1%
-2.062227931	3	1.5%
0.6575763364	3	1.5%
0.733126455	3	1.5%
0.04630719544	2	1.0%
0.9048312699	2	1.0%
0.5888944105	2	1.0%
0.630103566	2	1.0%
Other values (140)	163	84.0%

Value	Count	Frequency (%)
0.8155447661	2	4.1%
0.5476852549	2	4.1%
0.121857314	2	4.1%
0.6026307957	2	4.1%
0.7674674179	2	4.1%
0.6438399512	1	2.0%
0.8086765735	1	2.0%
0.4309259808	1	2.0%
0.5202124845	1	2.0%
-0.777875916	1	2.0%
Other values (34)	34	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.22295248	1	0.5%
-2.838333695	1	0.5%
-2.755915383	1	0.5%
-2.50866045	1	0.5%
-2.494924065	1	0.5%
-2.391901176	1	0.5%
-2.233932746	1	0.5%
-2.227064554	1	0.5%
-2.16525082	1	0.5%
-2.158382628	1	0.5%

Value	Count	Frequency (%)
-3.353448139	1	2.0%
-2.714706228	1	2.0%
-1.492167946	1	2.0%
-1.21057205	1	2.0%
-1.059471812	1	2.0%
-0.9839216939	1	2.0%
-0.9427125383	1	2.0%
-0.8808988049	1	2.0%
-0.777875916	1	2.0%
-0.1597385824	1	2.0%

Value	Count	Frequency (%)
-3.353448139	1	0.5%
-2.714706228	1	0.5%
-1.492167946	1	0.5%
-1.21057205	1	0.5%
-1.059471812	1	0.5%
-0.9839216939	1	0.5%
-0.9427125383	1	0.5%
-0.8808988049	1	0.5%
-0.777875916	1	0.5%
-0.1597385824	1	0.5%

Value	Count	Frequency (%)
-3.22295248	1	2.0%
-2.838333695	1	2.0%
-2.755915383	1	2.0%
-2.50866045	1	2.0%
-2.494924065	1	2.0%
-2.391901176	1	2.0%
-2.233932746	1	2.0%
-2.227064554	1	2.0%
-2.16525082	1	2.0%
-2.158382628	1	2.0%

log_skewed_FFMC
Real number (ℝ)

	Test Data	Test Data
Distinct	88	34
Distinct (%)	45.4%	69.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	2.9123858	6.6384687

	Test Data	Test Data
Minimum	0	0
Maximum	196.15382	196.15382
Zeros	68	11
Zeros (%)	35.1%	22.4%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	1.6 KiB	520.0 B

Quantile statistics

	Test Data	Test Data
Minimum	0	0
5-th percentile	0	0
Q1	0	1.0200112
median	1.2159341	1.3389339
Q3	1.7758107	2.709203
95-th percentile	6.4021193	13.275269
Maximum	196.15382	196.15382
Range	196.15382	196.15382
Interquartile range (IQR)	1.7758107	1.6891918

Descriptive statistics

	Test Data	Test Data
Standard deviation	14.521955	27.98676
Coefficient of variation (CV)	4.9862745	4.2158457
Kurtosis	164.78255	46.450153
Mean	2.9123858	6.6384687
Median Absolute Deviation (MAD)	1.2159341	0.98165022
Skewness	12.444807	6.7448155
Sum	565.00285	325.28497
Variance	210.88718	783.25872
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	68	35.1%
1.268919598	6	3.1%
1.247180778	4	2.1%
1.215934148	4	2.1%
1.364021163	3	1.5%
1.520735989	3	1.5%
1.291429693	2	1.0%
0.9922070483	2	1.0%
1.698097286	2	1.0%
1.587040693	2	1.0%
Other values (78)	98	50.5%

Value	Count	Frequency (%)
0	11	22.4%
1.22617426	2	4.1%
1.825866209	2	4.1%
1.302986911	2	4.1%
1.659390803	2	4.1%
8.206319073	2	4.1%
1.553181032	1	2.0%
4.315024481	1	2.0%
2.869377311	1	2.0%
2.320584148	1	2.0%
Other values (24)	24	49.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	68	35.1%
0.7838749584	1	0.5%
0.8628467208	1	0.5%
0.8679906045	1	0.5%
0.8837969415	2	1.0%
0.8946582494	1	0.5%
0.9172019175	1	0.5%
0.9348696052	1	0.5%
0.9658784794	2	1.0%
0.9854912515	2	1.0%

Value	Count	Frequency (%)
0	11	22.4%
0.8891944296	1	2.0%
1.020011204	1	2.0%
1.057037282	1	2.0%
1.148777869	1	2.0%
1.205863655	1	2.0%
1.215934148	1	2.0%
1.22617426	2	4.1%
1.236588313	1	2.0%
1.257956277	1	2.0%

Value	Count	Frequency (%)
0	11	5.7%
0.8891944296	1	0.5%
1.020011204	1	0.5%
1.057037282	1	0.5%
1.148777869	1	0.5%
1.205863655	1	0.5%
1.215934148	1	0.5%
1.22617426	2	1.0%
1.236588313	1	0.5%
1.257956277	1	0.5%

Value	Count	Frequency (%)
0	68	138.8%
0.7838749584	1	2.0%
0.8628467208	1	2.0%
0.8679906045	1	2.0%
0.8837969415	2	4.1%
0.8946582494	1	2.0%
0.9172019175	1	2.0%
0.9348696052	1	2.0%
0.9658784794	2	4.1%
0.9854912515	2	4.1%

Classes_not fire
Real number (ℝ)

	Test Data	Test Data
Distinct	2	2
Distinct (%)	1.0%	4.1%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.45360825	0.36734694

	Test Data	Test Data
Minimum	0	0
Maximum	1	1
Zeros	106	31
Zeros (%)	54.6%	63.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	322.0 B	177.0 B

Quantile statistics

	Test Data	Test Data
Minimum	0	0
5-th percentile	0	0
Q1	0	0
median	0	0
Q3	1	1
95-th percentile	1	1
Maximum	1	1
Range	1	1
Interquartile range (IQR)	1	1

Descriptive statistics

	Test Data	Test Data
Standard deviation	0.49913124	0.48707792
Coefficient of variation (CV)	1.1003575	1.3259343
Kurtosis	-1.9852962	-1.7507485
Mean	0.45360825	0.36734694
Median Absolute Deviation (MAD)	0	0
Skewness	0.18782635	0.56786755
Sum	88	18
Variance	0.24913199	0.2372449
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	106	54.6%
1	88	45.4%

Value	Count	Frequency (%)
0	31	63.3%
1	18	36.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	106	54.6%
1	88	45.4%

Value	Count	Frequency (%)
0	31	63.3%
1	18	36.7%

Value	Count	Frequency (%)
0	31	16.0%
1	18	9.3%

Value	Count	Frequency (%)
0	106	216.3%
1	88	179.6%

Test Data

Auto

Heatmap
Table

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
month_07	1.000	-0.323	-0.342	0.208	0.003	-0.139	0.125	0.167	-0.131
month_08	-0.323	1.000	-0.302	0.469	-0.280	-0.182	0.377	0.035	-0.287
month_09	-0.342	-0.302	1.000	-0.388	0.131	0.203	-0.262	-0.135	0.234
Temperature	0.208	0.469	-0.388	1.000	-0.629	-0.345	0.690	0.303	-0.538
RH	0.003	-0.280	0.131	-0.629	1.000	0.230	-0.678	-0.231	0.427
Rain	-0.139	-0.182	0.203	-0.345	0.230	1.000	-0.769	-0.471	0.718
FFMC	0.125	0.377	-0.262	0.690	-0.678	-0.769	1.000	0.418	-0.859
log_skewed_FFMC	0.167	0.035	-0.135	0.303	-0.231	-0.471	0.418	1.000	-0.484
Classes_not fire	-0.131	-0.287	0.234	-0.538	0.427	0.718	-0.859	-0.484	1.000

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
month_07	1.000	-0.377	-0.285	-0.141	0.093	0.297	-0.252	-0.103	0.185
month_08	-0.377	1.000	-0.478	0.693	-0.384	-0.225	0.464	0.156	-0.346
month_09	-0.285	-0.478	1.000	-0.591	0.350	-0.198	-0.170	0.007	0.117
Temperature	-0.141	0.693	-0.591	1.000	-0.679	-0.071	0.538	0.181	-0.414
RH	0.093	-0.384	0.350	-0.679	1.000	-0.027	-0.604	-0.122	0.391
Rain	0.297	-0.225	-0.198	-0.071	-0.027	1.000	-0.621	-0.236	0.535
FFMC	-0.252	0.464	-0.170	0.538	-0.604	-0.621	1.000	0.057	-0.835
log_skewed_FFMC	-0.103	0.156	0.007	0.181	-0.122	-0.236	0.057	1.000	-0.187
Classes_not fire	0.185	-0.346	0.117	-0.414	0.391	0.535	-0.835	-0.187	1.000

Count
Matrix

Test Data

A simple visualization of nullity by column.

Test Data

A simple visualization of nullity by column.

Test Data

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Test Data

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

Test Data

	month_07	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
0	0	0	0.266381	-0.821244	-0.381541	0.774336	1.291430	0
1	1	0	0.539809	1.254823	-0.381541	0.300430	3.328559	1
2	0	1	-0.827331	0.183304	-0.104489	-0.626776	0.000000	1
3	1	0	0.539809	-1.156094	-0.381541	0.897963	1.113632	0
4	0	1	-0.553903	1.187853	-0.381541	0.389717	2.565966	0
5	1	0	0.813237	-0.218515	-0.381541	0.733126	1.364021	0
6	0	1	0.539809	-0.285485	-0.289191	0.142462	7.019421	1
7	0	0	-0.007047	0.250274	-0.381541	0.582026	1.718136	0
8	0	0	-1.100759	1.857552	-0.381541	-0.729799	0.000000	1
9	1	0	1.086665	-0.620335	-0.381541	0.808677	1.236588	0

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
0	0	1	0	0.539809	0.183304	-0.381541	0.643840	1.553181	0
1	1	0	0	-0.280475	1.120883	-0.381541	0.547685	1.825866	0
2	0	1	0	1.906949	-1.557913	-0.289191	0.815545	1.226174	0
3	0	0	1	-1.100759	1.455733	-0.381541	0.437794	2.284178	0
4	0	0	1	-0.280475	-0.486395	-0.381541	0.712522	1.403466	0
5	1	0	0	0.539809	-0.754275	1.373120	0.005098	196.153821	1
6	0	0	0	1.360093	-1.758823	-0.104489	0.602631	1.659391	0
7	1	0	0	1.086665	-1.290034	0.495789	0.334771	2.987114	0
8	0	0	1	-0.553903	0.719064	0.034036	-1.059472	0.000000	1
9	0	1	0	1.086665	-0.620335	-0.381541	0.829281	1.205864	0

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
184	1	0	0	1.086665	-0.419425	-0.381541	0.788072	1.268920	0
185	0	0	1	-1.921043	1.053913	1.373120	-2.391901	0.000000	1
186	0	0	0	-0.280475	0.451184	1.788698	-1.045735	0.000000	1
187	1	0	0	0.813237	-0.285485	-0.289191	0.060044	16.654570	1
188	0	1	0	0.813237	-0.017605	-0.381541	0.822413	1.215934	0
189	0	1	0	0.266381	1.321793	-0.381541	0.513344	1.948010	0
190	0	0	1	-0.827331	1.723612	-0.381541	-0.441334	0.000000	1
191	0	1	0	-0.007047	0.451184	-0.381541	0.623235	1.604530	0
192	0	0	0	-0.280475	0.116334	-0.381541	0.636972	1.569928	0
193	0	0	0	-1.921043	1.723612	-0.289191	-1.684477	0.000000	1

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire
39	1	0	0	-0.280475	0.853003	-0.335366	-0.159739	0.000000	1
40	0	0	1	-0.827331	-0.352455	-0.381541	0.815545	1.226174	0
41	0	0	0	0.813237	-1.223064	-0.289191	0.561422	1.781192	0
42	0	1	0	0.539809	-1.357004	-0.335366	0.746863	1.338934	0
43	0	0	1	-1.100759	0.518154	-0.381541	0.169935	5.884615	1
44	0	1	0	1.086665	-0.486395	-0.243015	0.341639	2.927062	0
45	0	0	1	-0.827331	1.589672	-0.381541	-2.714706	0.000000	1
46	0	0	0	-0.553903	1.187853	-0.196840	-1.210572	0.000000	1
47	0	1	0	0.813237	-0.620335	-0.150665	0.190539	5.248263	0
48	0	1	0	0.813237	-0.486395	-0.196840	0.039439	25.355611	1

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire	# duplicates
0	1	0	0	0.539809	-1.156094	-0.381541	0.897963	1.113632	0	2

Test Data

	month_07	month_08	month_09	Temperature	RH	Rain	FFMC	log_skewed_FFMC	Classes_not fire	# duplicates
Dataset does not contain duplicate rows.

Overview

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